| Number of Variables | 12 |
|---|---|
| Number of Rows | 2969 |
| Missing Cells | 0 |
| Missing Cells (%) | 0.0% |
| Duplicate Rows | 0 |
| Duplicate Rows (%) | 0.0% |
| Total Size in Memory | 301.5 KB |
| Average Row Size in Memory | 104.0 B |
| Variable Types |
|
| gross_revenue is skewed | Skewed |
|---|---|
| recency_days is skewed | Skewed |
| qtde_invoices is skewed | Skewed |
| qtde_items is skewed | Skewed |
| qtde_products is skewed | Skewed |
| avg_ticket is skewed | Skewed |
| frequency is skewed | Skewed |
| qtde_returns is skewed | Skewed |
| avg_basket_size is skewed | Skewed |
| avg_unique_basket_size is skewed | Skewed |
| qtde_returns has 1481 (49.88%) zeros | Zeros |
|---|
numerical
| Approximate Distinct Count | 2969 |
|---|---|
| Approximate Unique (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 46.4 KB |
| Mean | 15270.773 |
| Minimum | 12347 |
| Maximum | 18287 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 12347 |
|---|---|
| 5-th Percentile | 12619.4 |
| Q1 | 13799 |
| Median | 15221 |
| Q3 | 16768 |
| 95-th Percentile | 17964.6 |
| Maximum | 18287 |
| Range | 5940 |
| IQR | 2969 |
| Mean | 15270.773 |
|---|---|
| Standard Deviation | 1718.9903 |
| Variance | 2.9549e+06 |
| Sum | 4.5339e+07 |
| Skewness | 0.03159 |
| Kurtosis | -1.2061 |
| Coefficient of Variation | 0.1126 |
numerical
| Approximate Distinct Count | 2954 |
|---|---|
| Approximate Unique (%) | 99.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 46.4 KB |
| Mean | 2749.3217 |
| Minimum | 6.2 |
| Maximum | 279138.02 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 6.2 |
|---|---|
| 5-th Percentile | 229.77 |
| Q1 | 570.96 |
| Median | 1086.92 |
| Q3 | 2308.06 |
| 95-th Percentile | 7219.68 |
| Maximum | 279138.02 |
| Range | 279131.82 |
| IQR | 1737.1 |
| Mean | 2749.3217 |
|---|---|
| Standard Deviation | 10580.6233 |
| Variance | 1.1195e+08 |
| Sum | 8.1627e+06 |
| Skewness | 16.7691 |
| Kurtosis | 353.3469 |
| Coefficient of Variation | 3.8484 |
numerical
| Approximate Distinct Count | 272 |
|---|---|
| Approximate Unique (%) | 9.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 46.4 KB |
| Mean | 64.2876 |
| Minimum | 0 |
| Maximum | 373 |
| Zeros | 34 |
| Zeros (%) | 1.1% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0 |
|---|---|
| 5-th Percentile | 2 |
| Q1 | 11 |
| Median | 31 |
| Q3 | 81 |
| 95-th Percentile | 242 |
| Maximum | 373 |
| Range | 373 |
| IQR | 70 |
| Mean | 64.2876 |
|---|---|
| Standard Deviation | 77.7568 |
| Variance | 6046.1167 |
| Sum | 190870 |
| Skewness | 1.7975 |
| Kurtosis | 2.7713 |
| Coefficient of Variation | 1.2095 |
numerical
| Approximate Distinct Count | 56 |
|---|---|
| Approximate Unique (%) | 1.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 46.4 KB |
| Mean | 5.7231 |
| Minimum | 1 |
| Maximum | 206 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 1 |
|---|---|
| 5-th Percentile | 1 |
| Q1 | 2 |
| Median | 4 |
| Q3 | 6 |
| 95-th Percentile | 17 |
| Maximum | 206 |
| Range | 205 |
| IQR | 4 |
| Mean | 5.7231 |
|---|---|
| Standard Deviation | 8.8565 |
| Variance | 78.4381 |
| Sum | 16992 |
| Skewness | 10.7614 |
| Kurtosis | 190.5112 |
| Coefficient of Variation | 1.5475 |
numerical
| Approximate Distinct Count | 1671 |
|---|---|
| Approximate Unique (%) | 56.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 46.4 KB |
| Mean | 1608.8525 |
| Minimum | 1 |
| Maximum | 196844 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 1 |
|---|---|
| 5-th Percentile | 102.4 |
| Q1 | 296 |
| Median | 641 |
| Q3 | 1401 |
| 95-th Percentile | 4407.4 |
| Maximum | 196844 |
| Range | 196843 |
| IQR | 1105 |
| Mean | 1608.8525 |
|---|---|
| Standard Deviation | 5887.578 |
| Variance | 3.4664e+07 |
| Sum | 4.7767e+06 |
| Skewness | 17.8496 |
| Kurtosis | 465.2117 |
| Coefficient of Variation | 3.6595 |
numerical
| Approximate Distinct Count | 341 |
|---|---|
| Approximate Unique (%) | 11.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 46.4 KB |
| Mean | 79.3237 |
| Minimum | 1 |
| Maximum | 1786 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 1 |
|---|---|
| 5-th Percentile | 7 |
| Q1 | 26 |
| Median | 52 |
| Q3 | 101 |
| 95-th Percentile | 233.6 |
| Maximum | 1786 |
| Range | 1785 |
| IQR | 75 |
| Mean | 79.3237 |
|---|---|
| Standard Deviation | 96.8551 |
| Variance | 9380.9164 |
| Sum | 235512 |
| Skewness | 6.3868 |
| Kurtosis | 82.2623 |
| Coefficient of Variation | 1.221 |
numerical
| Approximate Distinct Count | 2966 |
|---|---|
| Approximate Unique (%) | 99.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 46.4 KB |
| Mean | 51.8978 |
| Minimum | 2.1506 |
| Maximum | 56157.5 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 2.1506 |
|---|---|
| 5-th Percentile | 4.9167 |
| Q1 | 13.1193 |
| Median | 17.9566 |
| Q3 | 24.9883 |
| 95-th Percentile | 90.497 |
| Maximum | 56157.5 |
| Range | 56155.3494 |
| IQR | 11.869 |
| Mean | 51.8978 |
|---|---|
| Standard Deviation | 1036.9344 |
| Variance | 1.0752e+06 |
| Sum | 154084.4539 |
| Skewness | 53.4172 |
| Kurtosis | 2885.8393 |
| Coefficient of Variation | 19.9803 |
numerical
| Approximate Distinct Count | 1258 |
|---|---|
| Approximate Unique (%) | 42.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 46.4 KB |
| Mean | 67.3485 |
| Minimum | 1 |
| Maximum | 366 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 1 |
|---|---|
| 5-th Percentile | 8 |
| Q1 | 25.9231 |
| Median | 48.2857 |
| Q3 | 85.3333 |
| 95-th Percentile | 201 |
| Maximum | 366 |
| Range | 365 |
| IQR | 59.4103 |
| Mean | 67.3485 |
|---|---|
| Standard Deviation | 63.5449 |
| Variance | 4037.958 |
| Sum | 199957.7303 |
| Skewness | 2.0617 |
| Kurtosis | 4.8769 |
| Coefficient of Variation | 0.9435 |
numerical
| Approximate Distinct Count | 1225 |
|---|---|
| Approximate Unique (%) | 41.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 46.4 KB |
| Mean | 0.1138 |
| Minimum | 0.00545 |
| Maximum | 17 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0.00545 |
|---|---|
| 5-th Percentile | 0.008894 |
| Q1 | 0.01634 |
| Median | 0.02589 |
| Q3 | 0.04945 |
| 95-th Percentile | 1 |
| Maximum | 17 |
| Range | 16.9946 |
| IQR | 0.03311 |
| Mean | 0.1138 |
|---|---|
| Standard Deviation | 0.4082 |
| Variance | 0.1666 |
| Sum | 337.8642 |
| Skewness | 24.8679 |
| Kurtosis | 987.6977 |
| Coefficient of Variation | 3.5867 |
numerical
| Approximate Distinct Count | 214 |
|---|---|
| Approximate Unique (%) | 7.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 46.4 KB |
| Mean | 62.157 |
| Minimum | 0 |
| Maximum | 80995 |
| Zeros | 1481 |
| Zeros (%) | 49.9% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0 |
|---|---|
| 5-th Percentile | 0 |
| Q1 | 0 |
| Median | 1 |
| Q3 | 9 |
| 95-th Percentile | 100.6 |
| Maximum | 80995 |
| Range | 80995 |
| IQR | 9 |
| Mean | 62.157 |
|---|---|
| Standard Deviation | 1512.4961 |
| Variance | 2.2876e+06 |
| Sum | 184544 |
| Skewness | 51.7716 |
| Kurtosis | 2760.8715 |
| Coefficient of Variation | 24.3335 |
numerical
| Approximate Distinct Count | 1979 |
|---|---|
| Approximate Unique (%) | 66.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 46.4 KB |
| Mean | 249.8138 |
| Minimum | 1 |
| Maximum | 40498.5 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 1 |
|---|---|
| 5-th Percentile | 44 |
| Q1 | 103.25 |
| Median | 172.3333 |
| Q3 | 281.6923 |
| 95-th Percentile | 600 |
| Maximum | 40498.5 |
| Range | 40497.5 |
| IQR | 178.4423 |
| Mean | 249.8138 |
|---|---|
| Standard Deviation | 791.5552 |
| Variance | 626559.6179 |
| Sum | 741697.0657 |
| Skewness | 44.6501 |
| Kurtosis | 2251.7395 |
| Coefficient of Variation | 3.1686 |
numerical
| Approximate Distinct Count | 906 |
|---|---|
| Approximate Unique (%) | 30.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 46.4 KB |
| Mean | 17.4846 |
| Minimum | 0.2 |
| Maximum | 259 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0.2 |
|---|---|
| 5-th Percentile | 2 |
| Q1 | 7.6667 |
| Median | 13.6 |
| Q3 | 22.1429 |
| 95-th Percentile | 46 |
| Maximum | 259 |
| Range | 258.8 |
| IQR | 14.4762 |
| Mean | 17.4846 |
|---|---|
| Standard Deviation | 15.4603 |
| Variance | 239.0211 |
| Sum | 51911.7518 |
| Skewness | 3.4341 |
| Kurtosis | 29.2661 |
| Coefficient of Variation | 0.8842 |